TAILIEUCHUNG - Lecture Algorithm design - Chapter 7: Network flow II

Lecture Algorithm design - Chapter 7 "Network flow II" include all of the following: Bipartite matching, disjoint paths, extensions to max flow, survey design, airline scheduling, image segmentation, project selection, baseball elimination. | Lecture slides by Kevin Wayne Copyright 2005 Pearson-Addison Wesley Copyright 2013 Kevin Wayne http wayne kleinberg-tardos 7. Network Flow II bipartite matching disjoint paths extensions to max flow survey design airline scheduling image segmentation project selection baseball elimination Last updated on Dec 23 2013 3 31 PM Soviet rail network 1950s Free world goal. Cut supplies if cold war turns into real war . Reference On the history of the transportation and maximum flow problems. Alexander Schrijver in Math Programming 91 3 2002. 2 Max-flow and min-cut applications Max-flow and min-cut are widely applicable problem-solving model. Data mining. Open-pit mining. Bipartite matching. Network reliability. BasebaH elimination. Image segmentation. Network connectivity. Distributed computing. Security of statistical data. Egalitarian stable matching. Network intrusion detection. Multi-camera scene reconstruction. Sensor placement for homeland security. Many many more. liver and hepatic vascularization segmentation

• Kỹ thuật lập trình
• Algorithm design
• Lecture Algorithm design
• Algorithm analysis
• Network flow
• Bipartite matching
• Disjoint paths
• Dynamic programming
• Hirschbergs algorithm
• Bellman Ford algorithm
• Computational tractability
• Asymptotic order of growth
• Polynomial running time
• Greedy Algorithms
• Dijkstras algorithm
• Minimum spanning trees
• Ford Fulkerson algorithm
• Max flow min cut theorem
• Local search
• Gradient descent
• Metropolis algorithm
• Advanced Algorithms Analysis and Design
• Lecture Advanced Algorithms Analysis and Design
• Bài giảng Phân tích và thiết kế thuật toán nâng cao
• The Floyd Warshall algorithm
• Johnson’s algorithm
• Graph search
• Graph connectivity
• Graph traversal
• Coin changing
• Optimal caching
• Counting inversions
• Closest pair of points
• Randomized quicksort
• Master theorem
• Integer multiplication
• Matrix multiplication
• Weighted interval scheduling
• Knapsack problem
• Assignment problem
• Input queued switching
• Poly time reductions
• Constraint satisfaction problems
• Graph coloring
• Decision problems
• NP complete
• Nondeterministic polynomial
• PSPACE complexity class
• Quantified satisfiability
• PSPACE complete
• Vertex covers
• Bipartite graphs
• Limits of tractability
• Approximation Algorithms
• Vertex cover
• Randomized Algorithms
• Contention resolution
• Linearity of expectation
• Stable matching
• Representative problems
• Efficient implementation
• Interval scheduling
• International Journal of Computer Science & Communication Networks
• Design of a hybrid cryptographic algorithm
• Hybrid cryptographic algorithm
• Advanced Encryption Standard
• Data Encryption Standard
• New hybrid cryptographic algorithm
• Data structures
• Algorithm analysis in C++
• The disjoint sets class
• Algorithm design techniques
• Amortized analysis
• Advanced data structures
• Vietnam Journal of Mechanics
• An evolutionary based optimization algorithm for truss sizing design
• Truss sizing design
• The optimal sizing
• The search population
• 0 1 knapsack problem’s algorithm
• Optimal weight triangulation